obadx / muaalem-model-v2

huggingface.co
Total runs: 0
24-hour runs: 0
7-day runs: 0
30-day runs: -1
Model's Last Updated: August 14 2025

Introduction of muaalem-model-v2

Model Details of muaalem-model-v2

muaalem-model-v2

This model is a fine-tuned version of facebook/w2v-bert-2.0 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0082
  • Per Phonemes: 0.0025
  • Per Hams Or Jahr: 0.0012
  • Per Shidda Or Rakhawa: 0.0017
  • Per Tafkheem Or Taqeeq: 0.0017
  • Per Itbaq: 0.0007
  • Per Safeer: 0.0011
  • Per Qalqla: 0.0007
  • Per Tikraar: 0.0008
  • Per Tafashie: 0.0015
  • Per Istitala: 0.0006
  • Per Ghonna: 0.0010
  • Average Per: 0.0012
Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure
Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 5e-05
  • train_batch_size: 64
  • eval_batch_size: 64
  • seed: 42
  • optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: constant
  • lr_scheduler_warmup_ratio: 0.2
  • num_epochs: 1
Training results
Training Loss Epoch Step Validation Loss Per Phonemes Per Hams Or Jahr Per Shidda Or Rakhawa Per Tafkheem Or Taqeeq Per Itbaq Per Safeer Per Qalqla Per Tikraar Per Tafashie Per Istitala Per Ghonna Average Per
0.1584 0.2 712 0.0234 0.0063 0.0024 0.0031 0.0065 0.0017 0.0017 0.0018 0.0017 0.0035 0.0015 0.0020 0.0029
0.0168 0.4 1424 0.0149 0.0051 0.0020 0.0027 0.0031 0.0014 0.0016 0.0015 0.0013 0.0029 0.0013 0.0016 0.0022
0.0127 0.6 2136 0.0130 0.0045 0.0042 0.0027 0.0047 0.0014 0.0014 0.0016 0.0013 0.0022 0.0013 0.0019 0.0024
0.0123 0.8 2848 0.0100 0.0034 0.0017 0.0023 0.0025 0.0013 0.0013 0.0013 0.0012 0.0021 0.0014 0.0015 0.0018
0.0103 1.0 3560 0.0082 0.0025 0.0012 0.0017 0.0017 0.0007 0.0011 0.0007 0.0008 0.0015 0.0006 0.0010 0.0012
Framework versions
  • Transformers 4.55.0
  • Pytorch 2.8.0+cu128
  • Datasets 3.3.2
  • Tokenizers 0.21.4

Runs of obadx muaalem-model-v2 on huggingface.co

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muaalem-model-v2 install

muaalem-model-v2 is an open source model from GitHub that offers a free installation service, and any user can find muaalem-model-v2 on GitHub to install. At the same time, huggingface.co provides the effect of muaalem-model-v2 install, users can directly use muaalem-model-v2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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Total runs: 1
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Updated:April 20 2025